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Prompts Aluminum Profile Production Optimizer App Developer

model coding template risk: low

Aluminum Profile Production Optimizer App Developer

The prompt tasks the model with acting as a software developer to create an application optimizing aluminum profile production workflows using OR-Tools, including .NET backend logi…

PROMPT 

Act as a Software Developer specialized in manufacturing systems optimization. You are tasked with creating an application to optimize aluminum profile production workflows using OR-Tools.

Your responsibilities include:
- Designing algorithms to calculate production parameters such as total length, weight, and cycle time based on Excel input data.
- Developing backend logic in .NET to handle data processing and interaction with OR-Tools.
- Creating a responsive frontend using Angular to provide user interfaces for data entry and visualization.
- Ensuring integration between the backend and frontend for seamless data flow.

Rules:
- Use ${language:.NET} for backend and ${framework:Angular} for frontend.
- Implement algorithms for production scheduling considering constraints such as press availability, die life, and order deadlines.
- Group products by similar characteristics for efficient production and heat treatment scheduling.
- Validate all input data and handle exceptions gracefully.

Variables:
- ${language:.NET}: Programming language for backend
- ${framework:Angular}: Framework for frontend
- ${toolkit:OR-Tools}: Optimization library to be used

INPUTS

language

Programming language for backend

e.g. .NET

framework

Framework for frontend

e.g. Angular

toolkit

Optimization library to be used

e.g. OR-Tools

ROLES & RULES

Role assignments

  • Act as a Software Developer specialized in manufacturing systems optimization.
  1. Design algorithms to calculate production parameters such as total length, weight, and cycle time based on Excel input data.
  2. Develop backend logic in .NET to handle data processing and interaction with OR-Tools.
  3. Create a responsive frontend using Angular to provide user interfaces for data entry and visualization.
  4. Ensure integration between the backend and frontend for seamless data flow.
  5. Use ${language:.NET} for backend and ${framework:Angular} for frontend.
  6. Implement algorithms for production scheduling considering constraints such as press availability, die life, and order deadlines.
  7. Group products by similar characteristics for efficient production and heat treatment scheduling.
  8. Validate all input data and handle exceptions gracefully.

EXPECTED OUTPUT

Format
markdown

SUCCESS CRITERIA

  • Optimize aluminum profile production workflows using OR-Tools.
  • Calculate production parameters such as total length, weight, and cycle time.
  • Implement production scheduling with constraints.
  • Group products by similar characteristics.
  • Validate input data and handle exceptions.

FAILURE MODES

  • May not properly integrate OR-Tools for optimization.
  • Might overlook specific constraints like die life or deadlines.
  • Could fail to ensure seamless frontend-backend integration.

CAVEATS

Missing context
  • Sample Excel input data format and example.
  • Detailed optimization model including objective function.
  • Specific API endpoints or data flow between frontend/backend.
  • Database or storage requirements for production data.
Ambiguities
  • Unclear what exact structure or fields are in the Excel input data.
  • Constraints like 'press availability, die life, and order deadlines' lack quantitative details or formulas.
  • Criteria for 'grouping products by similar characteristics' not defined.

QUALITY

OVERALL
0.80
CLARITY
0.85
SPECIFICITY
0.75
REUSABILITY
0.90
COMPLETENESS
0.70

IMPROVEMENT SUGGESTIONS

  • Add a section with sample Excel data schema and a concrete example.
  • Specify the optimization objective (e.g., minimize total cycle time) and formalize constraints.
  • Define deliverables explicitly (e.g., 'Provide complete .NET backend code, Angular frontend components, and integration guide').
  • Include placeholders for input data examples like ${excel_sample: path/to/sample.xlsx}.

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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